It's almost the same, but, in that case, "που" is needed instead of "γιατί". However, I'd say that your sentence would be more suitable in a case where either the interlocutor already knows what the speaker is sad about or the speaker does not want to emphasize the reasons behind their sadness, but rather mostly the fact that they do feel sad because of something that they're probably going to analyze in that very sentence.